{"id":1757,"date":"2022-02-02T11:17:04","date_gmt":"2022-02-02T02:17:04","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=1757"},"modified":"2025-06-12T16:03:50","modified_gmt":"2025-06-12T07:03:50","slug":"%e3%80%90%e5%88%9d%e5%bf%83%e8%80%85%e5%90%91%e3%81%91%e3%83%bb%e3%83%87%e3%83%bc%e3%82%bf%e5%8f%af%e8%a6%96%e5%8c%96%e3%80%91python-matplotlib%e3%81%a7%e5%86%86%e3%82%b0%e3%83%a9%e3%83%95%e3%82%92","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=1757","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u5411\u3051\u30fb\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3011Python matplotlib\u3067\u5186\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u3057\u3088\u3046\uff01"},"content":{"rendered":"\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <span><\/span>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-0\">Matplotlib\u3068\u306f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-1\">Matplotlib\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-2\">\u5186\u30b0\u30e9\u30d5\u3068\u306f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first last\">        <a href=\"#i-3\">\u3010\u7121\u6599\u52d5\u753b\uff1a\u500d\u901f\u3067\u5b66\u3076\uff01\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u52c9\u5f37\u6cd5\uff08\u77ed\u7e2e\u7248\uff09\u3011<\/a>      <\/li>    <\/ul>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\">Matplotlib\u3068\u306f<\/h2>\n\n\n\n<p>Matplotlib \u306fPython\u306e\u30b0\u30e9\u30d5\u63cf\u753b\u306e\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aiacademy.jp\/assets\/upload\/chapter_000022_VbQnKNMfBJv8.png\" alt=\"\"><\/figure>\n\n\n\n<p>Matplotlib\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30b0\u30e9\u30d5\u306e\u63cf\u753b\u3084\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u304c\u7c21\u5358\u306b\u884c\u3048\u307e\u3059\u3002\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3084\u6563\u5e03\u56f3\u306a\u3069\u30b0\u30e9\u30d5\u63cf\u753b\u3059\u308b\u4e8b\u304c\u53ef\u80fd\u3067\u3059\u3002<a href=\"https:\/\/matplotlib.org\/gallery.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u516c\u5f0f\u30ae\u30e3\u30e9\u30ea\u30fc<\/a>\u306b\u3066\u5b9f\u969b\u306e\u4f8b\u3092\u898b\u308b\u3053\u3068\u3067\u3088\u308a\u7406\u89e3\u304c\u6df1\u307e\u308a\u307e\u3059\u306e\u3067\u53c2\u8003\u306b\u3057\u3066\u9802\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">Matplotlib\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n\n\n\n<p>pip\u30b3\u30de\u30f3\u30c9\u3092\u7528\u3044\u305fMatplotlib\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u51fa\u6765\u307e\u3059\u3002Mac\u306e\u65b9\u306f\u30bf\u30fc\u30df\u30ca\u30eb\u3001Windows\u306e\u65b9\u306f\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u4e0a\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pip install matplotlib<\/pre>\n\n\n\n<p>\u554f\u984c\u3092\u5831\u544a\u3059\u308bJupyter Notebook\u3092\u304a\u4f7f\u3044\u306e\u65b9\u306f\u3001\u8d77\u52d5\u3057\u305fNotebook\u306e\u30bb\u30eb\u306b\u3001\u5148\u982d\u306b!\u30de\u30fc\u30af\u3092\u3064\u3051\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">!pip install matplotlib<\/pre>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-2\">\u5186\u30b0\u30e9\u30d5\u3068\u306f<\/h1>\n\n\n\n<p>\u5186\u30b0\u30e9\u30d5\u3068\u306f\u3001\u4e38\u3044\u56f3\u5f62\u306e\u30b0\u30e9\u30d5\u3067\u3001\u4f55\u3089\u304b\u306e\u69cb\u6210\u6bd4\u7387\u304c\u6247\u5f62\u306b\u5206\u5272\u3055\u308c\u8868\u3055\u308c\u305f\u30b0\u30e9\u30d5\u3067\u3059\u3002pyplot\u30e2\u30b8\u30e5\u30fc\u30eb\u306e<a rel=\"noreferrer noopener nofollow\" href=\"https:\/\/matplotlib.org\/api\/_as_gen\/matplotlib.pyplot.pie.html\" target=\"_blank\">plt.pie()<\/a>\u3067\u5186\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u51fa\u6765\u307e\u3059\u3002\u5186\u30b0\u30e9\u30d5\u3067\u306f\u5168\u4f53\u306e\u4e2d\u3067\u306e\u69cb\u6210\u6bd4\u3092\u307f\u308b\u3068\u304d\u306b\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># Jupyter Notebook\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u65b9\u306e\u307f\u8a18\u8ff0\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n%matplotlib inline \nimport matplotlib.pyplot as plt\nlabels = [\"A\", \"B\", \"C\", \"D\", \"E\"]\ndata = [54, 32, 18, 44, 29]\nex = [0.1, 0, 0, 0, 0]\n# autopct=\"%1.1f%%\"\u306f\u5c0f\u6570\u70b9\u306e\u8868\u793a\u6841\u6570\u306b\u306a\u308a\u307e\u3059\u30021.1\u3068\u3059\u308b\u30681\u3064\u30021.2\u3068\u3059\u308b\u3068\uff12\u3064\u306b\u306a\u308a\u307e\u3059\u3002\n# explode\u30aa\u30d7\u30b7\u30e7\u30f3\u30671\u3064\u3081\u306e\u8981\u7d20\u309210%\u305a\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u5c11\u3057\u76ee\u7acb\u305f\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\n#counterclock\u30aa\u30d7\u30b7\u30e7\u30f3\u3067False\u306b\u3059\u308b\u3068\u30ea\u30b9\u30c8\u306e\u5b9a\u7fa9\u3057\u305f\u9806\u306b\u8868\u793a\u306b\u306a\u308a\u307e\u3059\u3002\n# \u3053\u308c\u304cTrue\u306b\u306a\u308b\u3068\u53cd\u6642\u8a08\u5468\u308a\u306b\u5186\u30b0\u30e9\u30d5\u306e\u8981\u7d20\u304c\u69cb\u6210\u3055\u308c\u307e\u3059\u3002\nplt.pie(data, explode=ex, labels=labels, autopct=\"%1.1f%%\", counterclock=False)\nplt.show()\n\nlabel_lists = [\"Python\", \"Ruby\", \"Java\", \"C++\", \"PHP\"]\nsize_lists  = [40, 12, 24, 16, 9]\ncolor_lists =[\"navy\", \"yellow\", \"blue\", \"gold\", \"tomato\"]\nplt.pie(x=size_lists, labels=label_lists, colors=color_lists)\nplt.axis(\"equal\") # \u7b49\u500d\u3001\u5186\u5f62\u306b\u3057\u3066\u3044\u307e\u3059\u3002\uff08\u5b9f\u969b\u306e\u3068\u3053\u308d\u3001\u3053\u306e\uff11\u884c\u3092\u6d88\u3057\u3066\u3082\u3001\u5186\u306f\u7136\u7a0b\u5909\u5316\u3057\u307e\u305b\u3093\u3002\uff09\nplt.show()<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" src=\"https:\/\/aiacademy.jp\/assets\/images_test\/22_16fe76e1d38.png\" alt=\"\"><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" src=\"https:\/\/aiacademy.jp\/assets\/images_test\/22_16fe76e39e2.png\" alt=\"\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">\u3010\u7121\u6599\u52d5\u753b\uff1a<strong>\u500d\u901f\u3067\u5b66\u3076\uff01\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u52c9\u5f37\u6cd5\uff08\u77ed\u7e2e\u7248\uff09\u3011<\/strong><\/h2>\n\n\n\n<p>\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5b66\u3076\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u52b9\u679c\u7684\u306a\u6d3b\u7528\u6cd5\u3001\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u3082\u8a73\u3057\u304f\u8aac\u660e\u3002\u52c9\u5f37\u6cd5\u3068\u3068\u3082\u306b\u751f\u6210AI\u305d\u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3082\u5b66\u3079\u308b\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\uff01\u3000<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" src=\"https:\/\/player.vimeo.com\/video\/1069835048?h=e43b17d6de&amp;dnt=1&amp;app_id=122963\" width=\"880\" height=\"495\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><strong>\u5168\u7de8\u306f\u3001AI Academy\u516c\u5f0fLINE\u3067\u914d\u4fe1\u4e2d\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/lin.ee\/3E4GzWk\" target=\"_blank\" rel=\" noreferrer noopener nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"910\" height=\"517\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom.png\" alt=\"\" class=\"wp-image-6799\" style=\"width:158px;height:auto\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom.png 910w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom-300x170.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2019\/11\/LINE_Buttom-768x436.png 768w\" sizes=\"auto, (max-width: 910px) 100vw, 910px\"><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 Matplotlib\u3068\u306f Matplotlib\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb \u5186\u30b0\u30e9\u30d5\u3068\u306f \u3010\u7121\u6599\u52d5\u753b\uff1a\u500d\u901f\u3067\u5b66\u3076\uff01\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u52c9\u5f37\u6cd5\uff08\u77ed\u7e2e\u7248\uff09\u3011 Matplotlib\u3068\u306f Matplotlib \u306fPython &#8230; <\/p>\n","protected":false},"author":1,"featured_media":1760,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85,110],"tags":[],"class_list":{"0":"post-1757","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python","8":"category-110"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/1757","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1757"}],"version-history":[{"count":9,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/1757\/revisions"}],"predecessor-version":[{"id":7592,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/1757\/revisions\/7592"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/1760"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1757"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1757"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1757"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}